@marius_shots1

photoMD · tier C

MRM_Media ®️📸 · 742 followers · 2026-04-27 15:25 · 9 images

eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 9 images

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146

comments

Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

owner--->@mvisiion #viralvideo #bmwlife #m4g82competition #fyppppppppppppppppppppppp #creatorsearchinsights

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ol 2 Ad SSO 888 | Co SSO 888

m5-vision · 23 chars · 2 frames

Hashtags

#creatorsearchinsights#viralvideo#fyppppppppppppppppppppppp#bmwlife#m4g82competition